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CCS-Lab / easyml

A toolkit for easily building and evaluating machine learning models.
https://ccs-lab.github.io/easyml
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Machine learning analysis of fMRI data #54

Closed youngahn closed 7 years ago

youngahn commented 7 years ago

Program some Python codes:

  1. Read paths to first-level fMRI data (inputs: paths to 1st level data)
  2. Convert all subjects' fMRI data (in MNI space) into a ML-ready matrix (inputs: 1st level paths & a mask file).
  3. After ML analysis, reshape ML-ready matrix into the MNI space.

One should be able to perform each step with a single line of code.

paulhendricks commented 7 years ago

Very good idea.

Let's talk about putting this in a separate package, perhaps easyfmri?